The results of the multiple logistic regression analysis showing that the presence of the polymorphism of ADRB3 increases the risk of obesity in the 4th quartile alone (Table 5) also suggests interaction between high energy intake and the polymorphism of ADRB3. Here, ADRB3 is linked to obesity due to melanocortin 4 receptor deficiency.